Table Data - All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 10:13 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 120.740477012015 |
| 1990-02-01 | 121.591241135745 |
| 1990-03-01 | 122.118627847349 |
| 1990-04-01 | 123.195818729399 |
| 1990-05-01 | 123.504827558416 |
| 1990-06-01 | 123.898083970587 |
| 1990-07-01 | 124.160037053116 |
| 1990-08-01 | 124.335439137718 |
| 1990-09-01 | 124.746981342343 |
| 1990-10-01 | 120.567644531660 |
| 1990-11-01 | 121.095766290097 |
| 1990-12-01 | 120.812544498286 |
| 1991-01-01 | 120.584297773582 |
| 1991-02-01 | 119.982264090092 |
| 1991-03-01 | 119.198013450667 |
| 1991-04-01 | 118.427622509629 |
| 1991-05-01 | 118.212550362791 |
| 1991-06-01 | 118.693673175994 |
| 1991-07-01 | 117.463409679003 |
| 1991-08-01 | 117.308410464417 |
| 1991-09-01 | 117.277465265570 |
| 1991-10-01 | 116.566274764216 |
| 1991-11-01 | 117.072911415471 |
| 1991-12-01 | 117.288512505508 |
| 1992-01-01 | 117.058522797599 |
| 1992-02-01 | 117.102760328886 |
| 1992-03-01 | 116.215155795163 |
| 1992-04-01 | 115.164210195327 |
| 1992-05-01 | 114.547306906110 |
| 1992-06-01 | 114.136499649628 |
| 1992-07-01 | 114.631048381590 |
| 1992-08-01 | 114.651135777178 |
| 1992-09-01 | 114.954055804960 |
| 1992-10-01 | 116.554006239640 |
| 1992-11-01 | 115.486759473415 |
| 1992-12-01 | 115.229073415836 |
| 1993-01-01 | 116.179940687096 |
| 1993-02-01 | 116.342588016090 |
| 1993-03-01 | 115.261505884794 |
| 1993-04-01 | 118.876123029634 |
| 1993-05-01 | 119.557320482653 |
| 1993-06-01 | 119.386062102604 |
| 1993-07-01 | 120.217992111760 |
| 1993-08-01 | 119.729824306075 |
| 1993-09-01 | 120.270302839347 |
| 1993-10-01 | 120.688874124304 |
| 1993-11-01 | 121.044503202624 |
| 1993-12-01 | 121.231405124630 |
| 1994-01-01 | 119.227534590902 |
| 1994-02-01 | 120.313286696596 |
| 1994-03-01 | 120.988878861801 |
| 1994-04-01 | 121.579450622365 |
| 1994-05-01 | 122.158928485464 |
| 1994-06-01 | 122.691292424198 |
| 1994-07-01 | 123.285767381666 |
| 1994-08-01 | 123.371344921910 |
| 1994-09-01 | 124.544933841074 |
| 1994-10-01 | 122.239516171853 |
| 1994-11-01 | 123.543043402028 |
| 1994-12-01 | 124.198114200279 |
| 1995-01-01 | 128.317960423777 |
| 1995-02-01 | 129.091985144417 |
| 1995-03-01 | 127.866207188274 |
| 1995-04-01 | 125.849580735725 |
| 1995-05-01 | 125.975107269903 |
| 1995-06-01 | 125.868802264855 |
| 1995-07-01 | 124.829363800772 |
| 1995-08-01 | 125.454024131368 |
| 1995-09-01 | 125.782929718435 |
| 1995-10-01 | 126.353240406939 |
| 1995-11-01 | 127.068759683354 |
| 1995-12-01 | 128.178778980666 |
| 1996-01-01 | 124.616794306742 |
| 1996-02-01 | 129.715404164039 |
| 1996-03-01 | 130.400363596874 |
| 1996-04-01 | 131.557255323669 |
| 1996-05-01 | 132.232569589431 |
| 1996-06-01 | 132.528776064417 |
| 1996-07-01 | 133.097568732278 |
| 1996-08-01 | 134.612869715270 |
| 1996-09-01 | 134.837461256467 |
| 1996-10-01 | 135.048565155476 |
| 1996-11-01 | 136.025715485006 |
| 1996-12-01 | 135.455017562761 |
| 1997-01-01 | 136.918432397199 |
| 1997-02-01 | 138.355748735231 |
| 1997-03-01 | 139.763135044640 |
| 1997-04-01 | 141.318959960637 |
| 1997-05-01 | 142.414569058981 |
| 1997-06-01 | 143.270511516368 |
| 1997-07-01 | 144.391264616586 |
| 1997-08-01 | 144.861784618131 |
| 1997-09-01 | 145.948367954615 |
| 1997-10-01 | 148.136878818018 |
| 1997-11-01 | 148.794336707586 |
| 1997-12-01 | 149.537881599558 |
| 1998-01-01 | 144.147210626822 |
| 1998-02-01 | 145.072391015244 |
| 1998-03-01 | 145.293372275739 |
| 1998-04-01 | 144.912633858444 |
| 1998-05-01 | 145.441367335210 |
| 1998-06-01 | 147.413443009626 |
| 1998-07-01 | 149.593508676542 |
| 1998-08-01 | 150.711134052157 |
| 1998-09-01 | 151.890599477160 |
| 1998-10-01 | 152.284229285728 |
| 1998-11-01 | 153.097129742839 |
| 1998-12-01 | 153.859324009167 |
| 1999-01-01 | 152.235833807828 |
| 1999-02-01 | 154.675779629945 |
| 1999-03-01 | 156.109839100248 |
| 1999-04-01 | 160.267548807637 |
| 1999-05-01 | 160.802139034561 |
| 1999-06-01 | 162.143652008135 |
| 1999-07-01 | 162.241463014076 |
| 1999-08-01 | 161.768281229197 |
| 1999-09-01 | 163.961366809759 |
| 1999-10-01 | 167.333957183004 |
| 1999-11-01 | 167.179642517421 |
| 1999-12-01 | 168.403329912538 |
| 2000-01-01 | 166.523576944176 |
| 2000-02-01 | 167.568271781765 |
| 2000-03-01 | 169.840529281539 |
| 2000-04-01 | 173.637783274826 |
| 2000-05-01 | 173.028074049197 |
| 2000-06-01 | 174.260285673774 |
| 2000-07-01 | 173.584277036879 |
| 2000-08-01 | 174.852228256323 |
| 2000-09-01 | 175.059995890033 |
| 2000-10-01 | 175.494364731668 |
| 2000-11-01 | 175.340789529608 |
| 2000-12-01 | 175.073743557289 |
| 2001-01-01 | 178.874568109874 |
| 2001-02-01 | 179.552753061212 |
| 2001-03-01 | 179.250064970361 |
| 2001-04-01 | 178.347616359836 |
| 2001-05-01 | 178.421516832946 |
| 2001-06-01 | 177.408133035940 |
| 2001-07-01 | 179.640416995481 |
| 2001-08-01 | 179.382509751894 |
| 2001-09-01 | 178.648069833408 |
| 2001-10-01 | 176.699033763595 |
| 2001-11-01 | 178.128316521846 |
| 2001-12-01 | 177.101800746292 |
| 2002-01-01 | 176.360307004108 |
| 2002-02-01 | 176.656772133050 |
| 2002-03-01 | 176.951910806007 |
| 2002-04-01 | 175.233660378299 |
| 2002-05-01 | 175.432322954357 |
| 2002-06-01 | 175.444133026493 |
| 2002-07-01 | 175.019101610483 |
| 2002-08-01 | 176.199225278429 |
| 2002-09-01 | 175.203753672133 |
| 2002-10-01 | 174.511268327987 |
| 2002-11-01 | 174.689126753580 |
| 2002-12-01 | 174.410040207876 |
| 2003-01-01 | 174.070287334113 |
| 2003-02-01 | 171.648865799102 |
| 2003-03-01 | 172.268191694480 |
| 2003-04-01 | 175.021209348326 |
| 2003-05-01 | 174.332719236352 |
| 2003-06-01 | 174.237605840612 |
| 2003-07-01 | 171.988055986259 |
| 2003-08-01 | 173.586515004704 |
| 2003-09-01 | 174.785428230935 |
| 2003-10-01 | 176.820981394604 |
| 2003-11-01 | 176.392729354890 |
| 2003-12-01 | 176.920858347319 |
| 2004-01-01 | 176.866416430549 |
| 2004-02-01 | 177.041948265683 |
| 2004-03-01 | 177.766641663060 |
| 2004-04-01 | 177.050557922688 |
| 2004-05-01 | 177.707358316114 |
| 2004-06-01 | 178.995759889264 |
| 2004-07-01 | 180.156717521077 |
| 2004-08-01 | 180.092226505227 |
| 2004-09-01 | 179.985705287492 |
| 2004-10-01 | 181.533815352378 |
| 2004-11-01 | 181.861851448854 |
| 2004-12-01 | 181.782633749284 |
| 2005-01-01 | 182.791420782096 |
| 2005-02-01 | 183.626557863654 |
| 2005-03-01 | 184.079990003942 |
| 2005-04-01 | 184.243073558752 |
| 2005-05-01 | 184.393718434234 |
| 2005-06-01 | 184.263421715742 |
| 2005-07-01 | 184.275840498841 |
| 2005-08-01 | 184.492555211303 |
| 2005-09-01 | 185.832075466741 |
| 2005-10-01 | 184.467770911314 |
| 2005-11-01 | 184.299105526947 |
| 2005-12-01 | 183.914270020775 |
| 2006-01-01 | 187.217250272881 |
| 2006-02-01 | 188.394375985514 |
| 2006-03-01 | 189.359024020195 |
| 2006-04-01 | 189.849854874740 |
| 2006-05-01 | 189.977138763298 |
| 2006-06-01 | 190.222483336138 |
| 2006-07-01 | 190.459478372096 |
| 2006-08-01 | 190.285587345510 |
| 2006-09-01 | 190.581760563057 |
| 2006-10-01 | 190.722436744437 |
| 2006-11-01 | 190.819472651680 |
| 2006-12-01 | 191.391812764707 |
| 2007-01-01 | 190.998874198428 |
| 2007-02-01 | 191.036092017250 |
| 2007-03-01 | 191.417860015131 |
| 2007-04-01 | 192.153856564247 |
| 2007-05-01 | 191.883995462910 |
| 2007-06-01 | 192.605853688503 |
| 2007-07-01 | 191.901349495662 |
| 2007-08-01 | 192.883149298690 |
| 2007-09-01 | 193.573920467065 |
| 2007-10-01 | 193.721163461448 |
| 2007-11-01 | 194.815126450818 |
| 2007-12-01 | 195.097379522788 |
| 2008-01-01 | 195.896993631935 |
| 2008-02-01 | 196.154959403422 |
| 2008-03-01 | 195.946279928085 |
| 2008-04-01 | 195.567688492398 |
| 2008-05-01 | 195.884679690225 |
| 2008-06-01 | 194.755121513307 |
| 2008-07-01 | 194.790018554414 |
| 2008-08-01 | 194.639110555173 |
| 2008-09-01 | 193.498115120267 |
| 2008-10-01 | 192.409237505868 |
| 2008-11-01 | 190.440471411535 |
| 2008-12-01 | 188.794024788221 |
| 2009-01-01 | 187.074155076500 |
| 2009-02-01 | 185.446362597043 |
| 2009-03-01 | 183.858705852149 |
| 2009-04-01 | 183.581032356163 |
| 2009-05-01 | 183.154113697188 |
| 2009-06-01 | 183.408620555874 |
| 2009-07-01 | 183.617770943066 |
| 2009-08-01 | 183.423281803624 |
| 2009-09-01 | 183.291421100623 |
| 2009-10-01 | 183.339205832339 |
| 2009-11-01 | 182.908955358231 |
| 2009-12-01 | 183.232495460085 |
| 2010-01-01 | 183.387785271700 |
| 2010-02-01 | 181.340812475357 |
| 2010-03-01 | 184.639456247591 |
| 2010-04-01 | 185.109190696570 |
| 2010-05-01 | 185.230200930221 |
| 2010-06-01 | 186.950124119167 |
| 2010-07-01 | 185.577866401559 |
| 2010-08-01 | 185.738570228807 |
| 2010-09-01 | 185.666209370153 |
| 2010-10-01 | 188.199232387871 |
| 2010-11-01 | 187.695954302914 |
| 2010-12-01 | 188.548012972962 |
| 2011-01-01 | 189.327795210595 |
| 2011-02-01 | 189.839089389032 |
| 2011-03-01 | 190.731377385331 |
| 2011-04-01 | 193.250015247676 |
| 2011-05-01 | 194.241577005827 |
| 2011-06-01 | 195.336853162293 |
| 2011-07-01 | 197.362728027525 |
| 2011-08-01 | 197.948752778558 |
| 2011-09-01 | 199.694745582253 |
| 2011-10-01 | 201.197975089484 |
| 2011-11-01 | 202.432174694492 |
| 2011-12-01 | 204.042524736051 |
| 2012-01-01 | 205.430972443898 |
| 2012-02-01 | 205.603129099556 |
| 2012-03-01 | 206.526491870616 |
| 2012-04-01 | 205.173123596240 |
| 2012-05-01 | 207.321649782300 |
| 2012-06-01 | 207.499518778750 |
| 2012-07-01 | 207.052148618089 |
| 2012-08-01 | 209.200371876627 |
| 2012-09-01 | 210.634904480188 |
| 2012-10-01 | 210.722784749116 |
| 2012-11-01 | 212.104373562653 |
| 2012-12-01 | 212.561851428673 |
| 2013-01-01 | 213.311052630152 |
| 2013-02-01 | 214.898629654251 |
| 2013-03-01 | 216.478601198080 |
| 2013-04-01 | 213.681249237417 |
| 2013-05-01 | 215.039907979838 |
| 2013-06-01 | 216.703170955922 |
| 2013-07-01 | 216.011155480943 |
| 2013-08-01 | 217.164315994708 |
| 2013-09-01 | 217.803802377804 |
| 2013-10-01 | 217.617989799608 |
| 2013-11-01 | 218.626105342959 |
| 2013-12-01 | 217.950738674270 |
| 2014-01-01 | 218.698882886174 |
| 2014-02-01 | 219.651975217333 |
| 2014-03-01 | 220.630451722951 |
| 2014-04-01 | 221.613201244037 |
| 2014-05-01 | 222.495369096611 |
| 2014-06-01 | 222.754351830565 |
| 2014-07-01 | 223.001304952649 |
| 2014-08-01 | 222.627439564895 |
| 2014-09-01 | 222.270068989000 |
| 2014-10-01 | 223.002619120397 |
| 2014-11-01 | 222.247392700849 |
| 2014-12-01 | 223.499860072207 |
| 2015-01-01 | 222.986766529185 |
| 2015-02-01 | 223.932773519868 |
| 2015-03-01 | 224.202323321468 |
| 2015-04-01 | 225.173078220968 |
| 2015-05-01 | 226.038051501066 |
| 2015-06-01 | 225.639028136437 |
| 2015-07-01 | 228.791983429087 |
| 2015-08-01 | 228.621398575063 |
| 2015-09-01 | 227.120293494891 |
| 2015-10-01 | 231.708892460057 |
| 2015-11-01 | 230.971484331383 |
| 2015-12-01 | 231.318127278918 |
| 2016-01-01 | 231.815833781027 |
| 2016-02-01 | 231.636521099167 |
| 2016-03-01 | 231.889016148312 |
| 2016-04-01 | 232.234790904496 |
| 2016-05-01 | 232.443961340881 |
| 2016-06-01 | 232.945950104675 |
| 2016-07-01 | 233.229483396968 |
| 2016-08-01 | 234.049355091997 |
| 2016-09-01 | 234.267943173766 |
| 2016-10-01 | 234.676629350859 |
| 2016-11-01 | 235.139480652912 |
| 2016-12-01 | 234.960642234526 |
| 2017-01-01 | 232.272308216188 |
| 2017-02-01 | 232.854028066848 |
| 2017-03-01 | 233.076684477759 |
| 2017-04-01 | 233.821830848676 |
| 2017-05-01 | 233.913034931685 |
| 2017-06-01 | 234.342520975166 |
| 2017-07-01 | 233.592469207148 |
| 2017-08-01 | 233.259738569288 |
| 2017-09-01 | 234.593574654382 |
| 2017-10-01 | 234.268873210207 |
| 2017-11-01 | 233.924593735601 |
| 2017-12-01 | 234.635651770787 |
| 2018-01-01 | 236.442292952465 |
| 2018-02-01 | 237.484995120322 |
| 2018-03-01 | 238.294586492808 |
| 2018-04-01 | 238.517830005374 |
| 2018-05-01 | 239.419965917388 |
| 2018-06-01 | 239.471982355323 |
| 2018-07-01 | 240.399707736299 |
| 2018-08-01 | 241.266058028304 |
| 2018-09-01 | 242.088068639186 |
| 2018-10-01 | 242.019416687750 |
| 2018-11-01 | 243.145549382557 |
| 2018-12-01 | 241.089172021655 |
| 2019-01-01 | 244.157618927783 |
| 2019-02-01 | 245.979347272034 |
| 2019-03-01 | 246.511257055016 |
| 2019-04-01 | 245.312891065267 |
| 2019-05-01 | 245.631616480925 |
| 2019-06-01 | 246.893242780330 |
| 2019-07-01 | 246.166839453073 |
| 2019-08-01 | 247.022956983793 |
| 2019-09-01 | 245.248554247916 |
| 2019-10-01 | 245.193796091321 |
| 2019-11-01 | 245.468499682652 |
| 2019-12-01 | 246.249805922173 |
| 2020-01-01 | 244.962282178249 |
| 2020-02-01 | 243.853290599246 |
| 2020-03-01 | 243.398528817865 |
| 2020-04-01 | 224.866745779366 |
| 2020-05-01 | 226.086954166735 |
| 2020-06-01 | 227.438812262590 |
| 2020-07-01 | 230.451683521274 |
| 2020-08-01 | 230.559981534344 |
| 2020-09-01 | 232.623174513556 |
| 2020-10-01 | 234.164050016059 |
| 2020-11-01 | 235.285512023320 |
| 2020-12-01 | 237.464451536259 |
| 2021-01-01 | 238.139745697754 |
| 2021-02-01 | 239.896482229768 |
| 2021-03-01 | 242.038553346277 |
| 2021-04-01 | 243.504595544145 |
| 2021-05-01 | 244.409533533770 |
| 2021-06-01 | 243.532437758930 |
| 2021-07-01 | 244.788021162940 |
| 2021-08-01 | 245.997773107903 |
| 2021-09-01 | 246.488291732054 |
| 2021-10-01 | 249.926455097317 |
| 2021-11-01 | 251.101682517870 |
| 2021-12-01 | 253.359122349184 |
| 2022-01-01 | 253.783053991513 |
| 2022-02-01 | 256.317707749373 |
| 2022-03-01 | 254.302766177682 |
| 2022-04-01 | 254.340155079518 |
| 2022-05-01 | 253.906034297736 |
| 2022-06-01 | 252.139572943071 |
| 2022-07-01 | 255.549085790714 |
| 2022-08-01 | 255.664987831840 |
| 2022-09-01 | 255.302911292860 |
| 2022-10-01 | 255.653187736236 |
| 2022-11-01 | 255.391245046112 |
| 2022-12-01 | 253.809828671619 |
| 2023-01-01 | 254.879816553318 |
| 2023-02-01 | 255.224891675256 |
| 2023-03-01 | 254.391881403299 |
| 2023-04-01 | 256.508318102386 |
| 2023-05-01 | 256.281054122961 |
| 2023-06-01 | 256.885718311795 |
| 2023-07-01 | 255.658939458809 |
| 2023-08-01 | 256.022323871967 |
| 2023-09-01 | 256.384195526106 |
| 2023-10-01 | 256.633463993503 |
| 2023-11-01 | 257.660658853811 |
| 2023-12-01 | 256.251317508671 |
| 2024-01-01 | 260.613724791103 |
| 2024-02-01 | 261.430360430625 |
| 2024-03-01 | 260.796570452667 |
| 2024-04-01 | 259.828185421118 |
| 2024-05-01 | 259.922073243441 |
| 2024-06-01 | 259.423694781068 |
| 2024-07-01 | 260.467334284373 |
| 2024-08-01 | 259.284075709115 |
| 2024-09-01 | 259.220238827326 |
| 2024-10-01 | 259.080280870251 |
| 2024-11-01 | 258.213826453101 |
| 2024-12-01 | 257.725914594764 |
| 2025-01-01 | 256.317926982318 |
| 2025-02-01 | 256.198383356175 |
| 2025-03-01 | 255.458729177565 |
| 2025-04-01 | 254.933326928682 |
| 2025-05-01 | 254.910592253595 |
| 2025-06-01 | 254.671144269316 |
| 2025-07-01 | 253.180379039783 |
| 2025-08-01 | 253.183787473150 |
| 2025-09-01 | 252.028857694275 |
| 2025-10-01 | 249.069515643345 |
| 2025-11-01 | 248.226239194261 |
| 2025-12-01 | 249.422055262987 |
| 2026-01-01 | 249.056544262546 |
| 2026-02-01 | 248.352228217259 |
| 2026-03-01 | 249.078017257388 |
| 2026-04-01 | 248.192197007448 |
| 2026-05-01 | 248.195849845226 |